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Copy pathnumpy_convert.h
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122 lines (95 loc) · 4.76 KB
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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
// Functions for converting between pandas's NumPy-based data representation
// and Arrow data structures
#pragma once
#include "arrow/python/platform.h"
#include <memory>
#include <string>
#include <vector>
#include "arrow/buffer.h"
#include "arrow/python/visibility.h"
#include "arrow/sparse_tensor.h"
namespace arrow {
class DataType;
class MemoryPool;
class Status;
class Tensor;
namespace py {
class ARROW_PYTHON_EXPORT NumPyBuffer : public Buffer {
public:
explicit NumPyBuffer(PyObject* arr);
virtual ~NumPyBuffer();
private:
PyObject* arr_;
};
ARROW_PYTHON_EXPORT
Result<std::shared_ptr<DataType>> NumPyDtypeToArrow(PyObject* dtype);
ARROW_PYTHON_EXPORT
Result<std::shared_ptr<DataType>> NumPyDtypeToArrow(PyArray_Descr* descr);
ARROW_PYTHON_EXPORT
Result<std::shared_ptr<DataType>> NumPyScalarToArrowDataType(PyObject* scalar);
ARROW_PYTHON_EXPORT Status NdarrayToTensor(MemoryPool* pool, PyObject* ao,
const std::vector<std::string>& dim_names,
std::shared_ptr<Tensor>* out);
ARROW_PYTHON_EXPORT Status TensorToNdarray(const std::shared_ptr<Tensor>& tensor,
PyObject* base, PyObject** out);
ARROW_PYTHON_EXPORT Status
SparseCOOTensorToNdarray(const std::shared_ptr<SparseCOOTensor>& sparse_tensor,
PyObject* base, PyObject** out_data, PyObject** out_coords);
Status SparseCSXMatrixToNdarray(const std::shared_ptr<SparseTensor>& sparse_tensor,
PyObject* base, PyObject** out_data,
PyObject** out_indptr, PyObject** out_indices);
ARROW_PYTHON_EXPORT Status SparseCSRMatrixToNdarray(
const std::shared_ptr<SparseCSRMatrix>& sparse_tensor, PyObject* base,
PyObject** out_data, PyObject** out_indptr, PyObject** out_indices);
ARROW_PYTHON_EXPORT Status SparseCSCMatrixToNdarray(
const std::shared_ptr<SparseCSCMatrix>& sparse_tensor, PyObject* base,
PyObject** out_data, PyObject** out_indptr, PyObject** out_indices);
ARROW_PYTHON_EXPORT Status SparseCSFTensorToNdarray(
const std::shared_ptr<SparseCSFTensor>& sparse_tensor, PyObject* base,
PyObject** out_data, PyObject** out_indptr, PyObject** out_indices);
ARROW_PYTHON_EXPORT Status NdarraysToSparseCOOTensor(
MemoryPool* pool, PyObject* data_ao, PyObject* coords_ao,
const std::vector<int64_t>& shape, const std::vector<std::string>& dim_names,
std::shared_ptr<SparseCOOTensor>* out);
ARROW_PYTHON_EXPORT Status NdarraysToSparseCSRMatrix(
MemoryPool* pool, PyObject* data_ao, PyObject* indptr_ao, PyObject* indices_ao,
const std::vector<int64_t>& shape, const std::vector<std::string>& dim_names,
std::shared_ptr<SparseCSRMatrix>* out);
ARROW_PYTHON_EXPORT Status NdarraysToSparseCSCMatrix(
MemoryPool* pool, PyObject* data_ao, PyObject* indptr_ao, PyObject* indices_ao,
const std::vector<int64_t>& shape, const std::vector<std::string>& dim_names,
std::shared_ptr<SparseCSCMatrix>* out);
ARROW_PYTHON_EXPORT Status NdarraysToSparseCSFTensor(
MemoryPool* pool, PyObject* data_ao, PyObject* indptr_ao, PyObject* indices_ao,
const std::vector<int64_t>& shape, const std::vector<int64_t>& axis_order,
const std::vector<std::string>& dim_names, std::shared_ptr<SparseCSFTensor>* out);
ARROW_PYTHON_EXPORT Status
TensorToSparseCOOTensor(const std::shared_ptr<Tensor>& tensor,
std::shared_ptr<SparseCOOTensor>* csparse_tensor);
ARROW_PYTHON_EXPORT Status
TensorToSparseCSRMatrix(const std::shared_ptr<Tensor>& tensor,
std::shared_ptr<SparseCSRMatrix>* csparse_tensor);
ARROW_PYTHON_EXPORT Status
TensorToSparseCSCMatrix(const std::shared_ptr<Tensor>& tensor,
std::shared_ptr<SparseCSCMatrix>* csparse_tensor);
ARROW_PYTHON_EXPORT Status
TensorToSparseCSFTensor(const std::shared_ptr<Tensor>& tensor,
std::shared_ptr<SparseCSFTensor>* csparse_tensor);
} // namespace py
} // namespace arrow